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Data Science with Python! Analyzing File Types from Avro to Stata
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Tutorial comparing various file types using Python and pandas. Learn about the differences between text and binary files, compare read/write times for different file types and compare the sizes of different file types.
The notebook can be found in the "Data Science with Python" folder within the below repo.
CONNECT:
|-Video Chapters-|
0:00 - Intro
0:04 - Installing required packages
0:47 - Overview of the file types
2:44 - Text vs binary files
7:39 - Corrupted text vs binary files
10:41 - Reading stock data into a pandas DataFrame
11:22 - Timing the write times of different file types
19:39 - Timing the read times of different file types
23:59 - Analyzing the size of different file types
28:24 - Timing the write/read times as the number of rows grow
35:11 - Timing the write/read times as the number of columns grow
37:26 - Issues with writing to SAS
38:59 - References and additional learning
The notebook can be found in the "Data Science with Python" folder within the below repo.
CONNECT:
|-Video Chapters-|
0:00 - Intro
0:04 - Installing required packages
0:47 - Overview of the file types
2:44 - Text vs binary files
7:39 - Corrupted text vs binary files
10:41 - Reading stock data into a pandas DataFrame
11:22 - Timing the write times of different file types
19:39 - Timing the read times of different file types
23:59 - Analyzing the size of different file types
28:24 - Timing the write/read times as the number of rows grow
35:11 - Timing the write/read times as the number of columns grow
37:26 - Issues with writing to SAS
38:59 - References and additional learning
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